arXiv stat.ML
· Papers
Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes
arXiv:2601.20043v2 Announce Type: replace-cross Abstract: Standard Bayesian Optimization (BO) assumes uniform smoothness across the search space an assumption violated in multi-regime problems such as molecular conformation search through distinct energy basins or drug discovery across heterogeneous molecular scaffolds